Unriddle Data Science Interview Process

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interviews.

Outline

This presentation includes the following outline

• Sub-domains in Data Science
• Much needed ingredient: skill-set
• Let's align: Skill-set and Job Roles
• Acquire skill-set: Schedule and Projects
• Dilemma: Certification or Projects
• General Interview Process
• FAQs in interview
  • Topics
• Tips and Trick for ML applications
  • Discussion: Data points
  • Chosse the right ML algorithm
  • Architecture / System Design
  • Big-Data Frameworks – needed or not?
• Communication and Storytelling
• General Tips
  • Resume
  • Use Social-Media platform
• Handel: Out-of-the-box or odd questions
• Learning Resources
• Open house Q/A

Usage

• DS_Interview_Tips.ipynb : This file contains the presentation
• Learning_resources.ipynb : This file contains the learning resources
• Download the presentation form here

Special Thanks

Thank you Analytics Club - IIT Bombay, for organising this seminar on 6th October, 2018.